Direct Sparse Localization

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Haoyang Ye, Huaiyang Huang and Ming Liu, “Monocular Images were acquired with a pointgrey global shutter camera. Kinect 6DOF Localization based on sparse of features Project Page: We introduce the philosophy of attention and fixation to visual odometry. Project Page: Published in IEEE Transactions on Automation Science and Engineering. Hakyeong Kim, Ruicheng Wang, Chengtang Yao, Jiaolong Yang, Min H. Kim (2026) “Dense Metric Depth Completion from ...

Core Information

Famous DSO: Direct Sparse Odometry Profile
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Recent Updates

Famous DSM: Direct Sparse Mapping Profile
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LDSO: Direct Sparse Odometry with Loop Closure
Kinect 6DOF Localization based on sparse of features
SparseLoc: Localization in Sparse Topometric Maps
Sparse2Dense: From direct sparse odometry to dense 3D reconstruction
SalientDSO: Bringing Attention to Direct Sparse Odometry
Omnidirectional DSO: Direct Sparse Odometry with Fisheye Cameras
SalientDSO: Bringing Attention to Direct Sparse Odometry [IEEE-TASE 2018]
Stereo DSO: Large-Scale Direct Sparse Visual Odometry with Stereo Cameras (ICCV '17)
[CVPR 2026] Dense Metric Depth Completion from Sparse Direct Time-of-Flight Sensors

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Last Updated: June 15, 2026

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